Word2Vec transforms words into numerical vectors, enhancing NLP.

Word embeddings represent words as numerical vectors.

Language modeling predicts text patterns using algorithms.

Neural Machine Translation enhances accuracy and fluency.

Statistical Machine Translation uses algorithms for text conversion.

Machine translation automates text translation using algorithms.

Syntactic analysis examines sentence structure and grammar.

Semantic parsing translates natural language into structured data.

Constituency parsing analyzes sentence structures hierarchically.

Dependency parsing analyzes grammatical structures in sentences.